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Pant Milli
Pant Milli Associate Professor millifpt[at] +91 9759561464
Areas of Interest
  • Numerical Optimization, Evolutionary Algorithms, Swarm Intelligence, Global Optimization, Nature Inspired Algorithms, Supply Chain Management
Professional Background
20072009LecturerIIT Roorkee
20092012Assistant ProfessorIIT Roorkee
2012dateAssociate ProfessorIIT Roorkee
Administrative Background
2016dateOC LibrarySaharanpur Campus IIT Roorkee
2013DateProf-in-Charge, Computer Center Saharanpur Campus, IIT Roorkee
20122017Warden Indira BhawanSaharanpur Campus IIT Roorkee
20162016Faculty in Charge CognizanceSaharanpur Campus IIT Roorkee
20092013Coordinator NSSSaharanpur Campus IIT Roorkee
20122012Coordinator Cognizance, Saharanpur CampusSaharanpur Campus IIT Roorkee
Sponsored Research Projects
TopicFunding AgencyYear
Solution of Dynamic Optimization Problems through MetaheuristicsDST-DAAD2017
Hybrid Evolutionary algorithms for financial problems in financial mathematicsDST-RFBR2016
Study and Assessment of Ground Water Pollution using Fuzzy Logic and Genetic AlgorithmsDST2009
Open source softwareMHRD2009
Teaching Engagements
TitleCourse CodeClass NameSemester
Computer System and ProgrammingEC101 ABTech 1st yearSpring
Numerical MethodsIMA 11BTech 2nd and 3rd yearSpring
Evolutionary AlgorithmsMA 905Pre PhDSpring
Computer System and ProgrammingEC101 ABTech 1st yearAutumn
Computer GraphicsCE201BTech 2nd yearAutumn
Process OptimizationPP 315BTech 4th yearAutumn
Advanced Numerical Methods and ProbabilityPPN 515MTechAutumn
Soft Computing Techniques for ManagementBM- 620BTech Vth yearSpring
Research Scholar Groups
Scholar NameInterest
Het ShahFinancial Mathematics
Bilal AhmadGlobal Optimization
Meenu SinghMarketing
Himanshu SinghComputer Vision
Neetu KushwahaPattern Recognition
Nathhan SinghDEA
PHDs Supervised
TopicScholar NameStatus of PHDRegistration Year
Nature Inspired Algorithms and their ApplicationsT. RadhaA2007
Enhanced Variants of Differential Evolution Algorithms and Their ApplicationsMusrrat AliA2007
New Variants of Particle Swarm Optimization and their Applications in Process IndustryPinkey ChauhanA2009
MAC Scheduling Protocol Development for Tactical Wireless NetworkBhupendra SumanA2009
Measurement and Location Prediction in an Indoor WLAN using Optimization and SimulationLeena AryaA2009
Differential Evolution for Global OptimizationPravesh KumarA2009
Enhanced Artificial Bee Colony Algorithms and their ApplicationsTarun KumarA2009
Metaheuristics: for Imaging OptimizationSushil KumarA2010
Optimizing the Sustainable Supply Chain Performance through Soft ComputingSunil JauharA2012
Enhanced Differential evolution Variants for Real Life Optimization ProblemsHira ZaheerA2013
Development and optimization of image watermarking techniquesIrshad AhmedA2014
Visits to outside institutions
Institute VisitedPurpose of VisitDate
AIT-Bangkok, Thailand Faculty Secondment 2018
NTNU, NorwayResearch CollaborationJune, 2018
UKZN-Durban, South AfricaInvited Lectures2017
University of Liepzeig DST-DAAD project3.07.2015
Novosibirsk InstituteDST-RFBR project visit09.09.2015
Liverpool Hope University, UKVisiting ResearcherJune 2014
VSB Technical University OstravaGuest LectureAug 2013
MNIT AllahabadGuest Lecture06.06.2013
ABV IIITM GwaliorInvited Lecture06.03.2013
Zakopane PolandInvited Talk10.01.2013
DRDO, DehradunInvited Talk17.05.2013
BILT Yamuna NagarGuest Lecture20.05.2013
Courses or Conferences Organised
Conference NameSponsored ByDate
Soft Computing for Problem Solving 2015DST2015
Soft Computing for Problem Solving 2013CSIR, DRDO, Liverpool Hope University UK2013
Soft Computing for Problem Solving 2014NIT Silchar2014
Soft Computing for Problem Solving 2011CSIR, DRDO, Liverpool Hope University UK2011
Soft Computing for Problem Solving 2012JKLU Rajasthan2012
Bio Inspired Computation Theory and Application (BICTA-2012) 2012ABVIIITM Gwalior2012
Books Authored

Book Chapters (5)

  1. M Ali, P Siarry and M Pant, Multi-level Image Thresholding Based on Hybrid Differential Evolution Algorithm. Application on Medical Images, Metaheuristics for Medicine and Biology, 23-36, 2016.
  2. M. Ali, C.W. Ahn, M. Pant “Data Hiding Schemes: A Survey,”, Chapter 1 in Embodying Intelligence in Multimedia Data Hiding, Apr. 2016
  1. M. Ali, C.W. Ahn, M. Pant, “Intelligent Watermarking Scheme Employing the Concepts of Block Based Singular Value Decomposition and Firefly Algorithm,” Chap. 3 in Embodying Intelligence in Multimedia Data Hiding, Apr. 2016
  2. RadhaThangaraj, ThangarajChelliah, Millie Pant, Pascal Bouvry and Ajith Abraham, “Applications of Nature Inspired Algorithms in Electrical Engineering”, Handbook of Optimization, Intelligent Systems Series, Springer Verlag, Germany, 2013.

Millie Pant, RadhaThangaraj and Ajith Abraham, “Performance Tuning of Particle Swarm Optimization: An Investigation and Empirical Analysis”, Foundations on Computational Intelligence, Vol. 3: Global Optimization: Theoretical Foundations and Applications, Studies in Computational Intelligence Series, Springer Verlag, Germany, ISBN: 978-3-642-01084-2, pp. 101 – 128, 2009.





Refereed Journal Papers

Peer Reviewed International Journal Papers


  1. Neetu Kushwaha, Millie Pant (2018), " Fuzzy magnetic optimization clustering algorithm with its application to health care Fuzzy Magnetic Clustering Algorithm for Health Care”, Journal of Ambient Intelligence and Humanized Computing https://doi.org10.1007/s12652-018-0941-x IF: 1.423 Published online, July 16, 2018

  2. Neetu Kushwaha, Millie Pant (2018), "Modified particle swarm optimization for multimodal functions and its applications”, Multimedia Tools and Applications IF: 1.541 Published online July 9, 2018

  3. Ansari, I.A., Pant, M. & Ahn, C.W. (2018) Secured and Optimized Robust Image Watermarking Scheme Arab J Sci Eng 43: 4085. IF:1.092

  4. N. Singh, M. Pant, & Goel, A. ANN embedded data envelopment analysis approach for measuring the efficiency of state boards in India International Journal of System Assurance Engineering and Management (2018) 9: 1092. SCIE

  5. Kamanasish Bhattacharjee, Sushil Kumar, Hari Mohan Pandey, Millie Pant, David Windridge, Ankit Chaudhary, An improved block matching algorithm for motion estimation in video sequences and application in robotics, Computers & Electrical Engineering, Volume 68, 2018, Pages 92-106 IF: 1.78

  6. Musrrat Ali, Chang Wook Ahn, Millie Pant An efficient lossless robust watermarking scheme by integrating redistributed invariant wavelet and fractional Fourier transforms, Multimedia Tools and Applications, 2018, 77 (10), 11751-11773. IF: 1.54

  7. Irshad Ahmad and Millie Pant, Quality assured and optimized image watermarking using artificial bee colony International Journal of System Assurance Engineering and Management, 2018, Volume 9, Issue 1, pp 274–286 (SCIE)

  8. Imran Ali, Millie Pant, US Rana, Relative performance assessment of academic departments of higher educational institute using DEA with sensitivity analysis, International Journal of Hybrid Intelligent Systems, 2018, pp 1-11.


  1. N Kushwaha, M Pant, S Kant, VK Jain Magnetic optimization algorithm for data clustering, Pattern Recognition Letters, Available online 25 October 2017, IF: 1.995

  2. SK Jauhar, M Pant and AK Nagar, Sustainable educational supply chain performance measurement through DEA and differential evolution: A case on Indian HEI, Journal of Computational Science 19, 138-152. IF: 1.748

  3. SK Jauhar and M Pant, Integrating DEA with DE and MODE for sustainable supplier selection, Journal of Computational Science, vol. 21, 299 – 306. IF: 1.748

  4. IA Ansari, M Pant, CW Ahn Artificial bee colony optimized robust-reversible image watermarking Multimedia Tools and Applications, 76(17), 1-25, 18001–18025. IF: 1.503.

  5. Irshad AhmadAnsari, Millie Pant Multipurpose image watermarking in the domain of DWT based on SVD and ABC, Pattern Recognition Letters, Volume 94, Pages 228-236, 2017, IF: 1.995

  6. TK Sharma, M Pant Shuffled artificial bee colony algorithm Soft Computing, 21(20), 6085 – 6104, 2017. IF: 2.472

  7. H Zaheer, M Pant, S Kumar, O Monakhov, E Monakhova, K Deep A new guiding force strategy for differential evolution International Journal of System Assurance Engineering and Management, 8(4), pp 2170 – 2183, 2017 (SCOPUS and SCIE)

  8. Pravesh Kumar, Millie Pant, Musrrat Ali, H. P. Singh Enhanced DE with Weighted Base Vector for Unconstrained Global Optimization, Indian Journal of Science and Technology, 8(1), 2017

  9. TK Sharma and M Pant, Opposition based learning ingrained shuffled frog-leaping algorithm- Journal of Computational Science, vol. 21, 307 – 315. IF: 1.748

  10. Sharma, T.K. & M. Pant: Distribution in the placement of food in artificial bee colony based on changing factor, International Journal of System Assurance Engineering and Management, 8(1), pp 159–172 (SCOPUS)

  11. Hira Zaheer, Millie Pant, Solution to Industrial Optimization Problems through Differential Evolution Variants, Materials and Manufacturing Processes, 32(10), 1131 – 1143, 2017. IF: 2.274

  12. ShilpaSrivastava, Millie Pant, AtulyaNagar, Yuva: An e-health model for dealing with psychological issues of adolescents, Journal of Computational Science Pages, Available online, July 2017, 150-163 IF: 1.748

  13. Meera Ramadas, Millie Pant, Ajith Abraham, Sushil Kumar: Segmentation of weather radar image based on hazard severity using RDE: reconstructed mutation strategy for differential evolution algorithm, Neural Computing & Applications (2017). doi:10.1007/s00521-017-3091-8, IF: 2.505

  14. Neetu Kushwaha and M Pant, Link based BPSO for feature selection in big data text clustering, Future Generation Computer Systems, available online 6 December 2017, IF: 3.997 (Q1)


  1. SK Jauhar and M Pant, Genetic Algorithms in Supply Chain Management: A critical analysis of the literature, Sadhna, 41(9), 993 – 1017, 2016. IF=0.465.

  2. IA Ansari, M Pant, CW Ahn ABC optimized secured image watermarking scheme to find out the rightful ownership, Optik-International Journal for Light and Electron Optics 127 (14), 5711-5721, 2016. IF=0.835

  3. IA Ansari, M Pant, CW Ahn Robust and false positive free watermarking in IWT domain using SVD and ABC Engineering Applications of Artificial Intelligence 49, 114-125, 2016 IF: 2.894

  4. M Ali, CW Ahn, M Pant, P Siarry A reliable image watermarking scheme based on redistributed image normalization and SVD Discrete Dynamics in Nature and Society, Volume 2016, Article ID 3263587, 1 – 15, 2016 SCIE

  5. OG Monakhov, EA Monakhova, M Pant, Application of differential evolution algorithm for optimization of strategies based on financial time series Numerical Analysis and Applications 9 (2), 150-158, 2016.



  1. IA Ansari, M Pant, CW Ahn SVD based fragile watermarking scheme for tamper localization and self-recovery International Journal of Machine Learning and Cybernetics, 1-15, 2015 IF: 1.699

  2. M Ali, CW Ahn, M Pant, P Siarry An image watermarking scheme in wavelet domain with optimized compensation of singular value decomposition via artificial bee colony, Information Sciences 301, 44-60, 2015. IF: 4.832

  3. P Chauhan, M Pant, K Deep Parameter optimization of multi-pass turning using chaotic PSO International Journal of Machine Learning and Cybernetics 6 (2), 319-337, 2015. IF: 1.699

  4. R Tyagi, M Pant, YS Negi Optimizing the performance of electrically poled polymeric films Computer Methods in Materials Science 15 (1), 127--136, 2015 SCOPUS

  5. R Tyagi, M Pant, YS Negi, M Ali Optimization of the Electrical Performance of Polymeric Films Materials and Manufacturing Processes 30 (4), 464-473, 2015 IF – 2.669

  6. S Kumar Jauhar, M Pant, MC Nagar Differential evolution for sustainable supplier selection in pulp and paper industry: a DEA based approach Computer Methods in Materials Science 15, 2015 SCOPUS

  7. S Kumar, M Pant, M Kumar, A Dutt Colour image segmentation with histogram and homogeneity histogram difference using evolutionary algorithms International Journal of Machine Learning and Cybernetics, 1-21, 2015. IF: 1.699

  8. S Sharma, TK Sharma, M Pant, J Rajpurohit, B Naruka Centroid mutation embedded shuffled frog-leaping algorithm Procedia Computer Science 46, 127-134, 2015

  9. S Srivastava, M Pant, A Abraham, N Agrawal  The technological growth in eHealth services Computational and mathematical methods in medicine 2015 SCOPUS

  10. TK SHARMA, M PANT Improved Search Mechanism in ABC and its Application in Engineering Design Problems Journal of Engineering Science and Technology 10 (1), 111-133, 2015 SCOPUS



  1. A Rajasekhar, A Abraham, M Pant, A hybrid differential artificial bee colony algorithm based tuning of fractional order controller for permanent magnet synchronous motor drive International Journal of Machine Learning and Cybernetics 5 (3), 327-337 2014. IF: 1.699

  2. JC Bansal, H Sharma, KV Arya, K Deep, M Pant Self-adaptive artificial bee colony, Optimization 63 (10), 1513-1532 2014. SCI

  3. M Ali, CW Ahn, M PantA robust image watermarking technique using SVD and differential evolution in DCT domain Optik-International Journal for Light and Electron Optics 125 (1), 428-434, 2014. IF=0.835.

  4. M Ali, CW Ahn, M Pant, Multi-level image thresholding by synergetic differential evolution Applied Soft Computing 17, 1-11 2014, IF: 3.541

  5. P Kumar, M Pant Modified random localisation-based DE for static economic power dispatch with generator constraints International Journal of Bio-Inspired Computation 6 (4), 250-261, 2014 IF: 1.00 (Q1)

  6. R Tyagi, YS Negi, M Pant Analyzing the Effect of Doping Concentration on Dielectric Properties of Polymeric Films Journal of Materials Physics and Chemistry 2 (2), 15-19 2014

  7. S Kumar, M Pant, AK RayDE-IE: Differential evolution for color image enhancement  International Journal of System Assurance Engineering and Management, 1-12, 2014 SCOPUS and ESCI

  8. TK Sharma, M Pant Redundancy Level Optimization in Modular Software System Models using ABC International Journal of Intelligent Systems and Applications 6 (4), 40 2014  SCOPUS

  9. TR Chelliah, R Thangaraj, S Allamsetty, M Pant Coordination of directional overcurrent relays using opposition based chaotic differential evolution algorithm International Journal of Electrical Power & Energy Systems 55, 341-350 2014, IF=3.289



  1. JC Bansal, M Pant, K Deep, H Sharma Special issue on advances in nature inspired algorithms for complex numerical optimization problems. Memetic Computing 5 (4), 253-254 2013, IF:2.02

  2. M Ali, CW Ahn, M Pant Trim loss optimization by an improved differential evolution Mathematical Problems in Engineering 2013 SCOPUS and SCIE

  3. M Ali, M Pant, A Abraham Unconventional initialization methods for differential evolution Applied Mathematics and Computation 219 (9), 4474-4494, 2013, IF:1.738

  4. Musrrat Ali, Chang Wook Ahn and Millie Pant, Multi-level Image Thresholding by Synergetic Differential Evolution, Applied Soft Computing, 11(1), 1 – 11, IF = 3.541

  5. P Chauhan, K Deep, M Pant Novel inertia weight strategies for particle swarm optimization, Memetic computing 5 (3), 229-251, 2013. IF:2.205

  6. S Kumar, M Pant, AK Ray, A comparison of differential evolution, particle swarm optimization, artificial bee colony and cuckoo search for multilevel thresholding of waste wood Computer Methods in Material Science 13 (1), 135-140, 2013 SCOPUS

  7. S Kumar, P Kumar, TK Sharma, M Pant Bi-level thresholding using PSO, artificial bee colony and MRLDE embedded with Otsu method Memetic Computing 5 (4), 323-334, 2013. IF:2.205

  8. Tarun Kumar Sharma, Millie Pant and Mohar Singh, Nature Inspired Metaheuristic Techniques as Powerful Optimizers in Paper Industry, Materials and Manufacturing, Taylor and Francis, 28(7), 788 – 802, Impact Factor: 2.669.

  9. TK Sharma, M Pant Enhancing the food locations in an artificial bee colony algorithm Soft Computing 17 (10), 1939-1965, 2013 IF: 2.472

  10. TK Sharma, M Pant Updated food positions in artificial bee colony algorithm for supply chain management Computer Methods in Materials Science 13 (1), 113—119, 2013

  11. TK Sharma, M Pant, Enhancing different phases of artificial bee colony for continuous global optimisation problems International Journal of Advanced Intelligence Paradigms 5 (1-2), 103-122, 2013 SCOPUS


  1. Anguluri RajasekharMillie Pant, Ajith Abraham, A Hybrid Differential Artificial Bee Colony Algorithm Based Tuning of Fractional Order Controller for Permanent Magnet Synchronous Motor, International Journal of Machine Learning and Cybernetics, pp. 1-11, 2012. IF: 1.699

  2. Musrrat. Ali, Patrick Siarry, Millie. Pant, An efficient Differential Evolution based algorithm for solving multi-objective optimization problems.  European Journal of Operations Research, Pages 404-416, 2012. IF 3.297

  3. Thanga Raj, Radha Thangaraj, Millie Pant, Pascal Bouvry and Ajith Abraham, Design optimization of induction motors with differential evolution algorithms with an application in textile spinning, Journal of Applied Artificial Intelligence, pp. 809-831, 2012. IF: 0.217

  4. Radha Thangaraj, Millie Pant, Pascal Bouvry and Ajith, Abraham, Solving Stochastic Programming Problems using Modified Differential Evolution AlgorithmsThe Logic Journal, Oxford University Press, 20(4), 732–746, 2012.IF: 0.575

  5. Mussrat Ali, Millie Pant and Ajith Abraham, Improving Differential Evolution Algorithm by Synergizing Different Improvement Mechanisms, ACM Transactions on Autonomous and Adaptive Systems, 7(2),  2012. SCIE

  6. Musrrat Ali, Millie Pant and Ajith Abraham, A Simplex Differential Evolution Algorithm: Development and Applications, Transactions of the Institute of Measurement and Control, Sage Publications UK, Volume 34, Issue 6, pp. 691-704,2012. IF: 0.692


  1. Kusum Deep, Pinkey Chauhan, Millie Pant, Optimizing Machining Parameters Using A Novel Real Coded GA, International Journal of Applied Mathematics and Mechanics. Vol. 7, Issue:3; pp. 53-69, 2011. IF:1.738

  2. Millie Pant, Radha Thangaraj and Ajith Abraham, DE-PSO: A New Hybrid Meta-Heuristic for solving Global Optimization Problems, International Journal of New Mathematics and Natural Computation, World Scientific, Vol. 7 (3), pp. 1 – 19, 2011. (Scopus)

  3. Musrrat Ali, Millie Pant, Ajith Abraham and Vaclav Snasel, Differential Evolution Using Mixed Strategies in Competitive Environment, International Journal of Innovative Computing, Information and Control. 7(8), 5063 – 5084, ESCI AND SCOPUS.

  4. Musrrat Ali, Millie Pant, Improving the Performance of Differential Evolution Algorithm using Cauchy Mutation, Soft Computing, Vol. 15, pp. 991- 1007, 2011. IF: 2.472

  5. Pinkey Chauhan, Kusum Deep, Millie Pant, Optimizing CNC turning process using Real Coded Genetic Algorithm and Differential Evolution, Online Publication: Transaction on Evolutionary algorithm and Continuous Optimization: ISSN: 2229-871, Global Journal of Technology and Optimization, 2, pp- 157-165, June 2011.

  6. Radha Thangaraj, Millie Pant, Ajith Abraham and Pascal Bouvry, Particle Swarm Optimization: A Survey on Hybridization Perspectives, Applied Mathematics and Computation, Elsevier Science, Vol. 217 (12), pp. 5208 – 5226, 2011. IF:1.738

  7. Radha Thangaraj, Millie Pant, Thanga Raj C and Atulya K Nagar, In-Situ Efficiency Determination of Induction Motor: A Comparative Study of Evolutionary Techniques, Applied Artificial Intelligence an International Journal, 25(2), 116 – 140, 2011, IF: 0.652

  8. Tarun Kumar Sharma and Millie Pant, Differential Operators Embedded Artificial Bee Colony Algorithm, International Journal of Applied Evolutionary Computation (IJAEC),  2(3), 1-14, 2011.


  1. Musrrat Ali, Millie Pant and Ajith Abraham, Improved Differential Evolution Algorithm with Decentralization of Population, International Journal of Bio-Inspired Computation, Vol. 3(1), pp. 17- 30, (2010). IF: 0.901

  2. Musrrat Ali, Millie Pant and Atulya Nagar, Interpolated Differential Evolution for Global Optimisation Problems, International Journal of Computing Science and Mathematics, Vol. 3(3), pp. 298 - 315, (2010). SCOPUS

  3. Musrrat Ali, Millie Pant and V. P. Singh, Two Modified Differential Evolution Algorithms and their Applications to Engineering Design Problems, World Journal of Modeling and Simulation, Vol. 6(1), 72-80, (2010). SCOPUS

  4. Radha Thangaraj, Millie Pant and Kusum Deep, Optimal Coordination of Overcurrent Relays using Modified Differential Evolution Algorithms, Engineering Applications of Artificial Intelligence, Elsevier Science, 23 (5), 820 – 829, 2010. IF: 2.894

  5. Radha Thangaraj, Millie Pant and Ajith Abraham, New Mutation Schemes for Differential Evolution Algorithm and their application to the Optimization of Directional Overcurrent Relay Settings, Applied Mathematics and Computation, Elsevier Science, Vol. 216 (2), pp. 532 – 544, 2010. IF:1.738

  6. Radha Thangaraj, Millie Pant and Atulya K. Nagar, “Quantum Mechanics Inspired Particle Swarm Optimization for Global Optimization”, Int. J. Artificial Intelligence and Soft Computing, Inderscience, 2 (2), pp. 144 – 160, 2010.

  7. Radha Thangaraj, Thanga Raj C, Millie Pant, Ajith Abraham and Crina Grosan, “Optimal Gain-Tuning of PI Speed Controller in Induction Motor Drives Using Particle Swarm Optimization”, Logic Journal of the IGPL, Oxford Journals Press, 2010, In Press. doi:10.1093/jigpal/jzq031,  IF: 0.326

  8. Radha Thangaraj, Millie Pant and Ajith Abraham, “Modified Differential Evolution Algorithm with Laplace Mutation”, Int. J. of Innovative Computing, Information and Control, 2010, Accepted for publication. IF: 2.791

  9. Millie Pant, Radha Thangaraj, Deepti Rani, Ajith Abraham and Dinesh K. Srivastava, “Estimation of Optimal Crop Plan Using Nature Inspired Metaheuristics”, World Journal of Modeling and Simulation, 6 (2), 97 – 109, 2010. SCOPUS

  10. Radha Thangaraj, Millie Pant and Ajith Abraham, Evolutionary Algorithms Based Speed Optimization of Servo Motor in Optical Disc Systems, Int. J. of Computer Information Systems and Industrial Management Applications, 2010. SCOPUS


  1. Musrrat Ali, Millie Pant and Ajith Abraham, Simplex Differential Evolution, International Journal Acta Polytechnica Hungarica , Vol. 6(5), pp. 95- 115, (2009). IF:0.5

  2.  Millie Pant, Musrrat Ali and V. P. Singh, Parent Centric Differential Evolution Algorithm for Global Optimization Problems, Opsearch Springer Vol. 46(2), pp. 153-168, (2009). IF:0.102

  3.  Musrrat Ali, Millie Pant and V. P. Singh, An Improved Differential Evolution Algorithm for Real Parameter Optimization Problems, International Journal of Recent Trends in Engineering, Vol. 1(5), pp. 63-65, (2009).

  4.  Millie Pant, Musrrat Ali and V. P. Singh, Modified Differential Evolution Algorithms for solving unconstrained global optimization problems, International Journal of Mathematical Modeling, Simulation and Applications (IJMMSA), Vol. 2(3), pp. 245-256, (2009).

  5. Radha Thangaraj, Millie Pant and Ajith Abraham, “Modified Particle Swarm Optimization with Time Varying Velocity Vector”, Int. J. of Innovative Computing, Information and Control, 8(1), 201 – 218, 2011. IF: 0.791

  6. Millie Pant, Radha Thangaraj, V. P. Singh and Ajith Abraham, “Particle Swarm Optimization Using Sobol Mutation”, Int. Journal of Simulation Systems, Science and Technology, Vol. 10 (3), pp. 91 – 96, 2009.

  7. Millie Pant, Radha Thangaraj and Ajith Abraham, “Low Discrepancy Initialized Particle Swarm Optimization for Solving Constrained Optimization Problems”, Special Issue on Swarm Intelligence: Foundations and Applications, Fundamenta Informaticae, IOS Press, 95 (4), pp. 511 – 531, 2009. IF: 0.715

  8. Millie Pant, Radha Thangaraj and V. P. Singh, “Particle Swarm Optimization with Crossover Operator and its Engineering Applications”, Int. Journal of Computer Science, 36(2), pp. 112 – 121, 2009. SCOPUS

  9. Millie Pant, Radha Thangaraj and V. P. Singh, “Sobol Mutated Quantum Particle Swarm Optimization”, Int. Journal of Recent Trends in Engineering, Vol. 1(1), pp. 95 – 99, 2009.

  10. Millie Pant, Radha Thangaraj and V. P. Singh, “Optimization of Mechanical Design Problems using Improved Differential Evolution Algorithm”, Int. Journal of Recent Trends in Engineering, Vol. 1(5), pp. 21 – 25, 2009.

  11. Millie Pant, Radha Thangaraj and V. P. Singh, “A New Diversity Based Particle Swarm Optimization using Gaussian Mutation”, Int. J. of Mathematical Modeling, Simulation and Applications, Vol. 1(1), pp. 47 – 60, 2008.

  12. Millie Pant, Radha Thangaraj and V. P. Singh, “Efficiency Optimization of Electric motors: A Comparative Study of Stochastic Algorithms”, World Journal of Modeling and Simulation, Vol. 4(2), pp.140 – 148, 2008. SCOPUS

  13. Millie Pant, P. Sharma, T. Radha, R. S. Sangwan and U. Roy, “Nonlinear Optimization of Enzyme Kinetic Parameters”, Journal of Biological Sciences, Vol. 8(8), pp. 1322 – 1327, 2008 SCOPUS

National Journal Paper (1)

  1. Millie Pant, Radha Thangaraj, Ajith Abraham and V. P. Singh, Optimal Tuning of PI Speed Controller in PMSM: A Comparative Study of Evolutionary Algorithms, Journal of Electrical Engineering, 2(1), pp. 36 – 43, 2008.